Lead AI Platform Engineer – Production ML

uobgroup; Singapore; On-site; SGD 150,000 - 210,000; Full time

Job summary

1011 United Overseas Bank Ltd is seeking an experienced AI Platform Specialist for UOB Enterprise AI in Singapore. You will shape and execute our AI strategy, building the enterprise AI platform and partnering with data scientists, IT engineers and business stakeholders to deploy ML solutions.

The role requires at least 8 years as an ML engineer or similar, strong knowledge of ML algorithms, and hands-on experience with Hadoop, Sparks, ETL, and both relational and non-relational databases.

Qualifications

• Bachelor's or advanced degree in computer science, data science, software engineering or related fields.
• 8+ years of experience as an ML Engineer or similar role with production ML deployments.
• Proficiency in Python, Java or Scala; strong ML algorithms knowledge and deployment experience.
• Hands-on experience of data management technology, including Hadoop, Sparks, ETL, relational & non-relational databases.

Responsibilities

• Partner with group technology to develop and enhance enterprise AI platform and operation to help drive AI industrialization within the bank.
• Act as AI platform SME and work closely with data scientists, IT engineers and business stakeholders to understand the business needs, develop end-to-end ML solutions, and deploy into production environment.
• Design and develop re-useable assets, libraries, frameworks, and ML tools to accelerate model development and platform management.
• Collaborate with technology team to adopt best-in-class industry practices to streamline model deployment processes.
• Build and optimize data and ML pipeline to ensure robust and high-quality data feed for both model training and operation.
• Develop appropriate tools/apps/UIs to complete AI products for business stakeholders.
• Stay ahead of industry trends, emerging technologies, and best practices to drive continuous improvement AI/ML process in UOB.

Skills

Python

Java or Scala

Hadoop

Sparks

ETL

Relational Databases

Non-relational Databases

Education

Bachelors or higher in CS/DS/SE

Tools

CI/CD

Job description

1011 United Overseas Bank Ltd is seeking an experienced AI Platform Specialist for UOB Enterprise AI in Singapore. You will shape and execute our AI strategy, building the enterprise AI platform and partnering with data scientists, IT engineers and business stakeholders to deploy ML solutions.

The role requires at least 8 years as an ML engineer or similar, strong knowledge of ML algorithms, and hands-on experience with Hadoop, Sparks, ETL, and both relational and non-relational databases.